The Library of Phi is on a mission to democratize access to high-quality textbooks.
We use AI-driven methods, processing openly accessible syllabi from MIT OCW and, soon, other sources. We then apply retrieval-augmented-generation (RAG) over Wikipedia to attempt to ground the textbooks in fact. All textbooks in this repository are generated using GPT-3.5 and GPT-4.
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For specialized support or collaboration inquiries, feel free to reach out directly.
- Scrape MIT OCW Course Webpages.
- Extract Syllabi.
- Formulate Table of Contents.
- Craft Textbooks.
- Dynamic Optimization Methods with Applications
- Dynamic Optimization & Economic Applications (Recursive Methods)
- Global Freshwater Crisis
- Water Quality Control
- Water and Wastewater Treatment Engineering
- Aquatic Chemistry
- Water and Sanitation Infrastructure Planning in Developing Countries
- Principles of Naval Architecture
- Interfacial Phenomena
- Nonlinear Dynamics and Waves
- Unified Engineering I, II, III, & IV
- Numerical Fluid Mechanics
- Turbulence in the Ocean and Atmosphere
- Mechanics of Fluids
- Fluid Dynamics
- Finite Element Analysis of Solids and Fluids II
- Physics for Solid-State Applications
- Fundamentals of Photonics: Quantum Electronics
- Receivers, Antennas, and Signals
- Integrated Microelectronic Devices
- Design and Fabrication of Microelectromechanical Devices
- Introductory Analog Electronics Laboratory
- Interfacial Phenomena
- Mechanics of Fluids
- Finite Element Analysis of Solids and Fluids II
- Principles of Naval Architecture
- Numerical Fluid Mechanics
- Fluid Dynamics
- Nonlinear Dynamics and Waves
- Integrated Microelectronic Devices
- Physics for Solid-State Applications
- Introductory Analog Electronics Laboratory
- Receivers, Antennas, and Signals
- Design and Fabrication of Microelectromechanical Devices
- Fundamentals of Photonics: Quantum Electronics
- Aquatic Chemistry
- Global Freshwater Crisis
- Water and Wastewater Treatment Engineering
- Water Quality Control
- Water and Sanitation Infrastructure Planning in Developing Countries
There are many more textbooks which were generated with GPT-3.5-turbo than GPT-4 (~240 vs 60). These textbooks are not quite of the same quality, but they are much less expensive to produce. Please use them if a GPT-4 based source is not available.
MIT OpenCourseWare Materials Citation:
The material used in this work used input from Massachusetts Institute of Technology's OpenCourseWare (MIT OCW) initiative, and must be used in compliance with the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) License.
Citation: Title of the specific material, MIT OpenCourseWare, [Direct Link to the Material on OCW]. Licensed under CC BY-NC-SA 4.0. To view a copy of this license, visit [https://creativecommons.org/licenses/by-nc-sa/4.0/].
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